Guan-Ting Lin
- SUPERB: Speech processing Universal PERformance Benchmark
2021/05/03 by Shu-Wen Yang, Yang, Shu-wen, Po-Han Chi +37 · 85 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
2023/12/23 by Guan-Ting Lin, Prashanth Gurunath Shivakumar, Lin, Guan-Ting +15 · 15 citations
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
- Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations
2024/02/20 by Guan-Ting Lin, Cheng-Han Chiang, Lin, Guan-Ting +3 · 17 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Speech and dialogue systems #electronic engineering #information engineering
- Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities
2025/03/06 by Guan-Ting Lin, Jiachen Lian, Lin, Guan-Ting +11 · 23 citations
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Neurobiology of Language and Bilingualism #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
- On the Utility of Self-supervised Models for Prosody-related Tasks
2022/10/13 by Guan-Ting Lin, Lin, Guan-Ting, Chi-Luen Feng +13 · 6 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
- Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition
2022/03/27 by Guan-Ting Lin, Lin, Guan-Ting, Shang-Wen Li +3 · 5 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback
2024/11/04 by Guan-Ting Lin, Lin, Guan-Ting, Prashanth Gurunath Shivakumar +11 · 13 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech
2024/06/16 by Guan-Ting Lin, Weiping Huang, Lin, Guan-Ting +3 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario
2024/11/27 by Wang, Shih-Heng, Zih-Ching Chen, Chen, Zih-Ching +14 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
- Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
2024/01/05 by Kevin Everson, Yile Gu, Everson, Kevin +23 · 2 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
- Analyzing the Robustness of Unsupervised Speech Recognition
2021/10/07 by Guan-Ting Lin, Chan-Jan Hsu, Lin, Guan-Ting +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering
2022/03/09 by Guan-Ting Lin, Lin, Guan-Ting, Yung-Sung Chuang +17 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
- Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target
2023/05/29 by Guan-Wei Wu, Wu, Guan-Wei, Guan-Ting Lin +5 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Can LLMs Understand the Implication of Emphasized Sentences in Dialogue?
2024/06/16 by Guan-Ting Lin, Hung-yi Lee, Lin, Guan-Ting +1 · 2 citations
Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare
- SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering
2024/01/24 by Chyi-Jiunn Lin, Guan-Ting Lin, Lin, Chyi-Jiunn +13 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering